AI BENCHY Compare

Kwaipilot: KAT-Coder-Pro V2.5 vs OpenAI: GPT-5.6 Terra

Muhtasari

KAT-Coder-Pro V2.5 (low) inaongoza kwa average score: 8.0 vs 7.8. KAT-Coder-Pro V2.5 (low) ina gharama ya chini ya benchmark: $0.220 vs $0.496. GPT-5.6 Terra (medium) ni ya haraka zaidi: 6.69s vs 10.44s, na pass rates 71.4% vs 68.3%.

Muundo unaopendekezwaKAT-Coder-Pro V2.5 (low)It has the best score here (8.0), while costing about 2.3x less than GPT-5.6 Terra (medium).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-14

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 low Toleo: 2026-07-14	GPT-5.6 Terra GPT-5.6 Terra medium Toleo: 2026-07-09

Kipimo	KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 low Toleo: 2026-07-14	GPT-5.6 Terra GPT-5.6 Terra medium Toleo: 2026-07-09
Alama	8.0	7.8
Nafasi	#35	#39
Uaminifu	9.9	10.0
Uthabiti	7.3	9.2
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	71.4%	68.3%
Majaribio yasiyo thabiti	7	2
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	1.991	3.815
Jumla ya gharama	$0.220	$0.496
Bei ya ingizo	$0.740 / 1M	$2.500 / 1M
Bei ya toleo	$2.960 / 1M	$15.000 / 1M
Jumla ya tokeni za ingizo	42,750	34,218
Tokeni za matokeo	2,167	1,982
Tokeni za hoja	61,133	25,370
Muda wa majibu (wastani)	10.44s	6.69s
Muda wa majibu (upeo)	51.34s	41.68s
Muda wa majibu (jumla)	219.17s	140.49s

Onyesho la kizazi

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#35 KAT-Coder-Pro V2.5

low

Gharama: $0.016
Muda: 47.6s
Tokeni: 5,182 tok

#39 GPT-5.6 Terra

medium

Gharama: $0.035
Muda: 16.3s
Tokeni: 2,418 tok

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Alama vs Jumla ya tokeni za matokeo

Mgawanyo wa kategoria

Kategoria:

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	6.9	5.8	75.0%	2		4.20s	672	277	4,228
GPT-5.6 Terra	8.3	10.0	75.0%	0		2.22s	606	172	657

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	7.8	10.0	66.7%	0		24.87s	7,893	402	24,945
GPT-5.6 Terra	6.1	7.2	55.6%	1		7.19s	7,302	427	4,527

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	10.0	10.0	100.0%	0		14.59s	15,132	394	3,391
GPT-5.6 Terra	10.0	10.0	100.0%	0		6.26s	11,019	316	540

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	10.0	10.0	100.0%	0		4.19s	7,776	288	1,917
GPT-5.6 Terra	10.0	10.0	100.0%	0		872ms	7,140	222	0

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	4.1	4.4	44.5%	2		17.52s	771	35	16,877
GPT-5.6 Terra	5.3	10.0	33.3%	0		23.45s	723	70	15,327

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	4.1	2.7	33.3%	1		2.32s	516	99	412
GPT-5.6 Terra	5.5	10.0	0.0%	0		2.37s	477	133	144

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	10.0	10.0	100.0%	0		2.53s	699	83	1,008
GPT-5.6 Terra	10.0	10.0	100.0%	0		1.43s	660	89	261

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	6.4	4.4	77.8%	2		3.11s	696	289	1,820
GPT-5.6 Terra	8.4	7.4	88.9%	1		3.78s	642	272	1,462

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	10.0	10.0	100.0%	0		18.45s	8,391	282	834
GPT-5.6 Terra	10.0	10.0	100.0%	0		5.09s	5,454	254	246

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Pro V2.5	3.0	10.0	0.0%	0		17.06s	204	18	5,701
GPT-5.6 Terra	3.0	10.0	0.0%	0		10.05s	195	27	2,206

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.6 TerramediumvsGrok 4.5low KAT-Coder-Pro V2.5lowvsQwen3.5 Plus 2026-02-15medium KAT-Coder-Pro V2.5lowvsGPT-5.4 Minimedium KAT-Coder-Pro V2.5lowvsGLM 5.2high KAT-Coder-Pro V2.5lowvsQwen3.5-27Bmedium Claude Opus 4.8lowvsGPT-5.6 Terramedium Claude Sonnet 5mediumvsKAT-Coder-Pro V2.5low KAT-Coder-Pro V2.5lowvsQwen3.6 Plusmedium GPT-5.6 TerramediumvsStep 3.7 Flashlow Claude Sonnet 4.6mediumvsKAT-Coder-Pro V2.5low KAT-Coder-Pro V2.5lowvsNemotron 3 Ultra 550b A55bmediumInapatikana bure KAT-Coder-Pro V2.5highvsGPT-5.6 Terramedium